José Antonio Seoane Fernández

According to our database, José Antonio Seoane Fernández authored at least 27 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Machine Learning Algorithms Reveals Country-Specific Metagenomic Taxa from American Gut Project Data.

Jose Liñares-Blanco, Carlos Fernandez-Lozano, José A. Seoane, Guillermo López-Campos

Proceedings of the Public Health and Informatics, 2021

2019

Dynamics of breast-cancer relapse reveal late-recurring ER-positive genomic subgroups.

Oscar M. Rueda, Stephen John Sammut, José A. Seoane, Suet-Feung Chin, Jennifer L. Caswell-Jin, Maurizio Callari, Rajbir Nath Batra, Bernard Pereira, Alejandra Bruna, H. Raza Ali, Elena Provenzano, Bin Liu, Michelle Parisien, Cheryl Gillett, Steven McKinney, Andrew R. Green, Leigh Murphy, Arnie Purushotham, Ian O. Ellis, Paul D. P. Pharoah, Cristina Rueda, Samuel Aparicio, Carlos Caldas, Christina Curtis

Nat., 2019

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.

Carlos Fernandez-Lozano, Ruben F. Cuinas, José A. Seoane, Enrique Fernández-Blanco, Julián Dorado, Cristian R. Munteanu

CoRR, 2019

2015

Texture classification using feature selection and kernel-based techniques.

Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Julián Dorado, Colin Campbell

Soft Comput., 2015

RRegrs: an R package for computer-aided model selection with multiple regression models.

Georgia Tsiliki, Cristian R. Munteanu, José A. Seoane, Carlos Fernandez-Lozano, Haralambos Sarimveis, Egon L. Willighagen

J. Cheminformatics, 2015

2014

Canonical Correlation Analysis for Gene-Based Pleiotropy Discovery.

José A. Seoane, Colin Campbell, Ian N. M. Day, Juan P. Casas, Tom R. Gaunt

PLoS Comput. Biol., 2014

Breast density classification to reduce false positives in CADe systems.

Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julián Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor

Comput. Methods Programs Biomed., 2014

A pathway-based data integration framework for prediction of disease progression.

José A. Seoane, Ian N. M. Day, Tom R. Gaunt, Colin Campbell

Bioinform., 2014

Using a Random Forest proximity measure for variable importance stratification in genotypic data.

José A. Seoane, Ian N. M. Day, Colin Campbell, Juan P. Casas, Tom R. Gaunt

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

A Random Forest proximity matrix as a new measure for gene annotation.

José A. Seoane, Ian N. M. Day, Juan P. Casas, Colin Campbell, Tom R. Gaunt

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

SNP locator: a candidate SNP selection tool.

José A. Seoane, Vanessa Aguiar-Pulido, Alba Cabarcos, Sonsoles Quintela, Juan Ramón Rabuñal, Julián Dorado

Int. J. Data Min. Model. Manag., 2013

Spot matching in 2D electrophoresis experiments.

Carlos Fernandez-Lozano, Alvaro Rodríguez-Tajes, Cristina Ruíz Romero, José A. Seoane

Int. J. Data Anal. Tech. Strateg., 2013

A Texture-based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images - A Feature Selection Method using Support Vector Machines and Genetic Algorithms.

Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Daniel Rivero, Julián Dorado, Alejandro Pazos

Proceedings of the VISAPP 2013, 2013

Anonymizing Patient Genomic Data for Public Sharing Association Studies.

Carlos Fernandez-Lozano, Guillermo López-Campos, José A. Seoane, Victoria López-Alonso, Julián Dorado, Fernando Martín-Sánchez, Alejandro Pazos

Proceedings of the MEDINFO 2013, 2013

Texture Classification Using Kernel-Based Techniques.

Carlos Fernandez-Lozano, José A. Seoane, Marcos Gestal, Tom R. Gaunt, Colin Campbell

Proceedings of the Advances in Computational Intelligence, 2013

2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis.

Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics.

Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado

Proceedings of the Biomedical Engineering Systems and Technologies, 2013

2012

Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification.

Daniel Rivero, Ling Guo, José A. Seoane, Julián Dorado

IET Signal Process., 2012

Analysis of Deformation Processes using Block-matching Techniques.

Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado

Proceedings of the VISAPP 2012, 2012

2011

SNP-Schizo: A Web Tool for Schizophrenia SNP Sequence Classification.

Vanessa Aguiar-Pulido, José A. Seoane, Cristian R. Munteanu, Alejandro Pazos

Proceedings of the Advances in Computational Intelligence, 2011

Motion estimation in real deformation processes based on block-matching techniques.

Alvaro Rodríguez, Carlos Fernandez-Lozano, José Antonio Seoane Fernández, Juan R. Rabuñal, Julián Dorado

Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories.

Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julián Dorado, Alejandro Pazos

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Retrieval and management of medical information from heterogeneous sources, for its integration in a medical record visualisation tool.

Alba Cabarcos, Tamara Sanchez, José A. Seoane, Vanessa Aguiar-Pulido, Ana Freire, Julián Dorado, Alejandro Pazos

Int. J. Electron. Heal., 2010

A Block-matching based technique for the analysis of 2D gel images.

Ana Freire, José A. Seoane, Alvaro Rodríguez, Cristina Ruíz Romero, Guillermo López-Campos, Julián Dorado

Proceedings of the MEDINFO 2010, 2010

2009

Ontologies and Processing Patterns for Microarrays.

Mónica Miguélez Rico, José Antonio Seoane Fernández, Julián Dorado de la Calle

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Data Mining in Complex Diseases Using Evolutionary Computation.

Vanessa Aguiar-Pulido, José A. Seoane, Ana Freire, Cristian R. Munteanu

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Classification of EEG signals using relative wavelet energy and artificial neural networks.

Ling Guo, Daniel Rivero, José A. Seoane, Alejandro Pazos

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009